Matplotlib Scatter

The scatter plot displays each observation as a single point so that the pattern of relationship between the two variables is clearly visible. The function plt.scatter(x, y) draws the dots, and can be colored by the argument c and measured by s. Alpha values regulate the level of transparency, which is very helpful when dots accumulate. Scatter is the primary tool for checking correlations before building a machine learning model.